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Creates production-ready user interfaces by integrating design principles with modern frontend frameworks and implementation techniques.

Comprehensive unit testing framework for Bash and POSIX shell scripts supporting TDD/BDD, mocking, and CI integration.

BATS provides a testing framework for writing unit and integration tests for shell scripts, supporting TDD and CI/CD with JUnit reporting.

Runs Gemini CLI commands with correct Node version for debugging, testing traces, and resolving telemetry issues in development environments.

Guides AILANG parser development with conventions and patterns, enabling efficient modification, architecture understanding, and debugging to prevent token position bugs.

Analyzes test coverage to identify gaps, detect dead code, and enhance test quality for improved software reliability.

Automates sprint planning by analyzing design docs, calculating team velocity, and generating day-by-day development schedules for software teams.

Automates synchronization of documentation website with codebase by validating examples and updating feature status against design docs.

Reviews code for performance bottlenecks, runs benchmarks, and compares language performance (e.g., AILANG, Python, Go) to suggest optimizations.

Debugs performance issues and code flow using AILANG telemetry traces for slow compilation, bottlenecks, and system behavior analysis.

Creates hybrid Native AOT and CoreCLR .NET 10 tool packages for high-performance CLI tools with universal compatibility fallback.

Automates setup of Pierre development server with database, admin user, coaches, and test users for streamlined testing and development workflows.

Uses Socratic questioning to guide developers in self-discovering code issues, enhancing understanding through reflective dialogue.

Enables natural language search across Microsoft 365 data (emails, meetings, Teams, documents) via Work IQ MCP integration.

Enables embedding GitHub Copilot's AI coding assistant into Python, TypeScript, Go, and .NET applications with SDK integration, session management, and custom tool support.

Expert guidance on installing, configuring, and managing GitHub Copilot CLI, including custom agents and MCP servers for enhanced coding efficiency.

Installs and manages .NET SDK and runtime across Windows, macOS, and Linux with version control and platform-specific handling.

Assists in planning and structuring new feature development with proper tracking, phases, and implementation planning for software projects.

Guides developers through adding new features to Python projects with emphasis on planning, test coverage, and TDD methodology.

Provides linting, formatting, and error fixing for bash scripts using shellcheck and shfmt, including pre-commit hook integration.

Modernizes Python code using 3.11+ best practices, including type hints, DRY, SRP, and contemporary framework patterns for improved maintainability and performance.

Assists in writing and running Perl tests using TAP, Test::More, and related modules for test-driven development.

Reference example demonstrating all skill frontmatter fields for configuration, learning, and new skill creation.

Identifies missing inputs, dependencies, and uncertainties in task planning without blocking progress, enabling efficient plan generation under incomplete information.